org.pmml4s

metadata

package metadata

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Type Members

  1. abstract class AbstractField extends Field

    Abstract class for field in a PMML with common implementations.

  2. trait Attribute extends HasLabels with HasMissingValues with HasInvalidValues with HasValidValues with HasIntervals with ValueIndexer with Serializable

  3. sealed trait AttributeType extends AnyRef

  4. abstract class CategoricalAttribute extends Attribute

  5. class ContinuousAttribute extends Attribute with HasIntervals

  6. class DataDictionary extends Dictionary[DataField] with PmmlElement

    Contains definitions for fields as used in mining models.

  7. class DataField extends AbstractField with PmmlElement

    Defines a field as used in mining models.

  8. class Decision extends PmmlElement

  9. class Decisions extends PmmlElement

    The Decisions element contains an element Decision for every possible value of the decision.

  10. abstract class Dictionary[T <: Field] extends Seq[T] with HasField

  11. abstract class Field extends HasDataType with HasOpType with Attribute

    Abstract class for field in a PMML.

  12. trait FieldScope extends HasField

  13. sealed trait FieldType extends AnyRef

  14. trait HasField extends AnyRef

  15. trait HasFieldScope extends AnyRef

  16. trait HasInvalidValues extends AnyRef

  17. trait HasLabels extends AnyRef

  18. trait HasMiningSchema extends AnyRef

  19. trait HasMissingValues extends AnyRef

  20. trait HasOutput extends AnyRef

  21. trait HasOutputFields extends AnyRef

    The Output section in the model specifies names for columns in an output table and describes how to compute the corresponding values.

  22. trait HasTargetFields extends AnyRef

  23. trait HasTargets extends AnyRef

  24. trait HasUsageType extends AnyRef

  25. trait HasValidValues extends AnyRef

  26. class ImmutableCategoricalAttribute extends CategoricalAttribute

  27. class MiningField extends HasUsageType with PmmlElement

    MiningFields also define the usage of each field (active, supplementary, target, .

  28. class MiningSchema extends HasTargetFields with PmmlElement

    The MiningSchema is the Gate Keeper for its model element.

  29. trait MutableAttribute extends Attribute with MutableValueIndexer

  30. class MutableCategoricalAttribute extends CategoricalAttribute

  31. class MutableFieldScope[T <: Field] extends FieldScope

  32. trait MutableValueIndexer extends ValueIndexer

  33. class Output extends HasOutputFields with HasField with PmmlElement

    Output element describes a set of result values that can be returned from a model.

  34. class OutputField extends AbstractField with PmmlElement

    OutputField elements specify names, types and rules for calculating specific result features.

  35. class Target extends PmmlElement

    Note that castInteger, min, max, rescaleConstant and rescaleFactor only apply to models of type regression.

  36. class TargetValue extends PmmlElement

  37. class Targets extends HasTargetFields with PmmlElement

  38. trait ValueIndexer extends AnyRef

  39. class WrappedField extends Field

    Defines the wrapped field that contains an internal field acts all operations.

Value Members

  1. object Algorithm extends Enumeration

    Specifies which scoring algorithm to use when computing the output value.

  2. object Attribute extends Serializable

  3. object AttributeType

  4. object CastInteger extends Enumeration

    If a regression model should predict integers, use the attribute castInteger to control how decimal places should be handled.

  5. object CategoricalAttribute extends Serializable

  6. object ContinuousAttribute extends Serializable

  7. object DataDictionary extends Serializable

  8. object FieldType

  9. object InvalidValueTreatment extends Enumeration

    This field specifies how invalid input values are handled.

  10. object MissingValueTreatment extends Enumeration

    In a PMML consumer this field is for information only, unless the value is returnInvalid, in which case if a missing value is encountered in the given field, the model should return a value indicating an invalid result; otherwise, the consumer only looks at missingValueReplacement - if a value is present it replaces missing values.

  11. object OutlierTreatmentMethod extends Enumeration

    Outliers

  12. object OutputField extends Serializable

  13. object RankBasis extends Enumeration

    Applies only to Association Rules and is used to specify which criterion is used to sort the output result.

  14. object RankOrder extends Enumeration

    Determines the sorting order when ranking the results.

  15. object ResultFeature extends Enumeration

    Result Features

  16. object RuleFeature extends Enumeration

    Specifies which feature of an association rule to return.

  17. object TypelessAttribute extends Attribute

  18. object UsageType extends Enumeration

    Usage type

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